Mathematics & Optimization

Approximate Function Evaluation via Multi-Armed Bandits AISTATS 2022 Approximately EFX Allocations for Indivisible Chores IJCAI 2022 Approximate Secular Equations for the Cubic Regularization Subproblem NeurIPS 2022 Approximate Strategyproof Mechanisms for the Additively Separable Group Activity Selection Problem IJCAI 2022 Approximate Top-m Arm Identification with Heterogeneous Reward Variances AISTATS 2022 A Predictive Approach to Bayesian Nonparametric Survival Analysis AISTATS 2022 A Private and Computationally-Efficient Estimator for Unbounded Gaussians COLT 2022 A Probabilistic Graph Coupling View of Dimension Reduction NeurIPS 2022 A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization NeurIPS 2022 A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes AAAI 2022 A Quadrature Rule combining Control Variates and Adaptive Importance Sampling NeurIPS 2022 A Random Matrix Perspective on Mixtures of Nonlinearities in High Dimensions AISTATS 2022 A Random Matrix Perspective on Random Tensors JMLR 2022 Archimedes Meets Privacy: On Privately Estimating Quantiles in High Dimensions Under Minimal Assumptions NeurIPS 2022 ARCS: Accurate Rotation and Correspondence Search CVPR 2022 A Reduction from Linear Contextual Bandits Lower Bounds to Estimations Lower Bounds ICML 2022 A Regret Minimization Approach to Multi-Agent Control ICML 2022 A Reliability-aware Distributed Framework to Schedule Residential Charging of Electric Vehicles IJCAI 2022 A Riemannian Framework for Analysis of Human Body Surface WACV 2022 ASAP.SGD: Instance-based Adaptiveness to Staleness in Asynchronous SGD ICML 2022 A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching CVPR 2022 A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree NeurIPS 2022 A Scalable Parallel Algorithm for Balanced Sampling (Student Abstract) AAAI 2022 A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games ICML 2022 A sharp NMF result with applications in network modeling NeurIPS 2022